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Abstract image feature extraction is a visual image to identify one of the important ways, the use of cellular neural networks for parallel processors (& ' ' ) image feature extraction with the advantages of rapid real-time. This paper will introduce & ' ' parallel processors to achieve the basic working principle and characteristics of image processing method of the logic combination of GM and image texture segmentation and recognition as an example to illustrate the application of parallel processors & ' ' visual image recognition General programming method.